Triple
T4658899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Max Horkheimer |
E102478
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Traditional and Critical Theory
Traditional and Critical Theory is a seminal 1937 essay by Max Horkheimer that contrasts conventional, positivist social science with critical theory aimed at emancipation and social transformation.
|
E457452
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Traditional and Critical Theory | Statement: [Max Horkheimer, notableWork, Traditional and Critical Theory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Traditional and Critical Theory Context triple: [Max Horkheimer, notableWork, Traditional and Critical Theory]
-
A.
Critical Theory, Marxism, and Modernity
"Critical Theory, Marxism, and Modernity" is a scholarly work by Douglas Kellner that examines the development and relevance of Marxist and critical theory traditions in analyzing the structures and crises of modern and contemporary society.
-
B.
The New Historicism
The New Historicism is a critical movement in literary theory that interprets texts through the lens of their historical and cultural contexts, emphasizing the interplay of power, discourse, and ideology.
-
C.
The Norton Anthology of Theory and Criticism
The Norton Anthology of Theory and Criticism is a widely used academic collection that brings together key texts and authors in literary and cultural theory from classical antiquity to the present.
-
D.
New Criticism
New Criticism is a 20th-century literary theory movement that emphasizes close reading and analysis of a text’s formal elements while downplaying authorial intent and historical context.
-
E.
The Sociological Tradition
The Sociological Tradition is a seminal work of social theory by Robert Nisbet that traces and interprets the major ideas and thinkers shaping classical sociology.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Traditional and Critical Theory Triple: [Max Horkheimer, notableWork, Traditional and Critical Theory]
Generated description
Traditional and Critical Theory is a seminal 1937 essay by Max Horkheimer that contrasts conventional, positivist social science with critical theory aimed at emancipation and social transformation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Traditional and Critical Theory Target entity description: Traditional and Critical Theory is a seminal 1937 essay by Max Horkheimer that contrasts conventional, positivist social science with critical theory aimed at emancipation and social transformation.
-
A.
Critical Theory, Marxism, and Modernity
"Critical Theory, Marxism, and Modernity" is a scholarly work by Douglas Kellner that examines the development and relevance of Marxist and critical theory traditions in analyzing the structures and crises of modern and contemporary society.
-
B.
The New Historicism
The New Historicism is a critical movement in literary theory that interprets texts through the lens of their historical and cultural contexts, emphasizing the interplay of power, discourse, and ideology.
-
C.
The Norton Anthology of Theory and Criticism
The Norton Anthology of Theory and Criticism is a widely used academic collection that brings together key texts and authors in literary and cultural theory from classical antiquity to the present.
-
D.
New Criticism
New Criticism is a 20th-century literary theory movement that emphasizes close reading and analysis of a text’s formal elements while downplaying authorial intent and historical context.
-
E.
The Sociological Tradition
The Sociological Tradition is a seminal work of social theory by Robert Nisbet that traces and interprets the major ideas and thinkers shaping classical sociology.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69bd43d823288190952279faa0d1d066 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd63271a548190bd9662b69a45d9a5 |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfaf5a0988190b097ef71301aebbe |
completed | March 21, 2026, 1:57 a.m. |
| NEDg | Description generation | batch_69bdfc0a84cc8190965d7903e59d1fb0 |
completed | March 21, 2026, 2:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfd86b6948190ba44997879dfc504 |
completed | March 21, 2026, 2:08 a.m. |
Created at: March 20, 2026, 1:15 p.m.